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Agent Skill · 研究检索

explain(explain 开发)

explain 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

explain 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 67,439。

总安装 245周安装 10GitHub Stars 9下载 78核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:explain(explain 开发)
来源仓库:https://github.com/florianbuetow/claude-code
仓库路径:skills/explain
安装命令:
npx skills add https://github.com/florianbuetow/claude-code --skill explain
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/florianbuetow/claude-code --skill explain

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找、检索和筛选相关信息。explain 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合根据关键词快速定位候选结果。可结合来源仓库继续核验具体用法。安装前建议确认权限和维护状态。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

注意是否会触发联网或文件读写。

来源仓库内路径:skills/explain

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/florianbuetow/claude-code --skill explain;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

explain 怎么安装?

在终端执行 npx skills add https://github.com/florianbuetow/claude-code --skill explain。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

explain 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

explain 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

explain 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

explain 用的人多吗?

公开数据是累计安装 245 次,近一周安装 10 次,下载 78 次,GitHub 9 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

explain 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
explain

explain 开发 · 本页

2459需要联网未明确未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Security Explainer

Interactive explainer for security frameworks, threat categories, vulnerability findings, and security concepts. Works at multiple levels of depth -- from a broad framework overview down to a single finding ID. Always uses the user's own codebase for concrete examples when possible.

Explanation Levels

Detect what the user is asking about and respond at the appropriate level:

Level 1: Framework

Triggered by framework names: STRIDE, OWASP, PASTA, LINDDUN, MITRE ATT&CK, SANS/CWE Top 25, DREAD.

What to cover:

  1. What the framework is, who created it, and when to use it.
  2. All categories/stages within the framework (e.g., all 6 STRIDE letters, all 10 OWASP categories, all 7 PASTA stages).
  3. For each category: one-sentence description and a real code example from the user's codebase if available.
  4. How the framework relates to other frameworks (cross-mappings).
  5. When to choose this framework over alternatives.

Framework references to read:

Level 2: Category

Triggered by category names: "spoofing", "tampering", "injection", "broken access control", "A01", "A03", "STRIDE-S", "CWE-89", etc.

What to cover:

  1. Full definition of the category and which framework(s) it belongs to.
  2. The security property it protects (e.g., Spoofing protects Authentication).
  3. Common attack techniques in this category (3-5 examples).
  4. Real code patterns from the user's codebase that are relevant. Use Grep and Glob to find concrete examples.
  5. How to detect vulnerabilities in this category.
  6. How to prevent or remediate them.
  7. Related categories in other frameworks (cross-mapping).

Level 3: Finding

Triggered by finding IDs: "INJ-003", "SPOOF-001", "AC-005", "SEC-002", etc. Also triggered by phrases like "explain this finding" or "what does this vulnerability mean" when a finding was recently reported.

What to cover:

  1. What the finding means in plain language.
  2. Why it is dangerous -- concrete attack scenario.
  3. How an attacker would exploit it step by step.
  4. The severity and confidence ratings and why they were assigned.
  5. Framework and CWE cross-references.
  6. Step-by-step remediation with code diff.
  7. How to verify the fix is correct.
  8. Similar vulnerabilities to watch for in the same codebase.

Level 4: Comparison

Triggered by "vs", "versus", "compared to", "difference between", or listing multiple frameworks/categories.

What to cover:

  1. Side-by-side overview of each item being compared.
  2. Key differences in approach, scope, and philosophy.
  3. When to use each one.
  4. Overlap and complementary strengths.
  5. Recommendation for the user's specific use case.

Common comparisons:

  • STRIDE vs PASTA: Categorization vs process-oriented
  • STRIDE vs LINDDUN: Security threats vs privacy threats
  • OWASP Top 10 vs SANS/CWE Top 25: Web app risks vs software weaknesses
  • OWASP Top 10 vs OWASP API Top 10: Web apps vs API-specific risks
  • DREAD vs CVSS: Qualitative vs quantitative risk scoring

Workflow

1. Parse the Query

Determine:

  • Level: Framework, category, finding, or comparison.
  • Subject(s): Which specific framework(s), category(ies), or finding(s).
  • Context: Is there a recent analysis whose findings can be referenced?

2. Load References

Read the relevant framework reference file(s) from shared/frameworks/. For finding explanations, also read the relevant skill's SKILL.md and detection patterns.

3. Search the Codebase

Use Glob and Grep to find real examples from the user's codebase that illustrate the concept. This grounds the explanation in the user's actual code rather than generic examples.

Search strategy by level:

  • Framework: Scan for patterns relevant to each category. Show 1 example per category to make the framework tangible.
  • Category: Deep search for patterns specific to that category. Show 3-5 real examples with file paths and line numbers.
  • Finding: Read the specific file and lines referenced in the finding. Also search for similar patterns elsewhere in the codebase.
  • Comparison: Search for examples that highlight the difference between the compared items.

4. Explain

Present the explanation at the appropriate level. Use clear headings, concrete code examples, and practical language. Avoid jargon without definition. When referencing CWEs or other identifiers, briefly explain what they mean.

5. Offer Follow-Up

Always end with a contextual follow-up offer:

SituationOffer
Explained a framework"Want me to run a full {framework} analysis on your codebase?"
Explained a category"Want me to scan your code specifically for {category} issues?"
Explained a finding"Want me to generate the fix?" or "Want me to check for similar issues?"
Compared frameworks"Want me to run {recommended framework} on your codebase?"
Generic concept"Want me to check your code for related vulnerabilities?"

Presentation Guidelines

  • Start with a one-sentence plain-language summary before diving into detail.
  • Use tables for structured comparisons and cross-references.
  • Show code snippets from the user's codebase when available, with file paths.
  • For findings, always include the attack scenario as a numbered step list.
  • Keep explanations practical. Developers want to know "what do I do about this?" not just "what is this?".
  • When explaining severity, connect it to real-world impact: "critical means an attacker can do X without authentication."

Edge Cases

  • Unknown term: If the user asks about something not in the loaded frameworks, provide the best explanation possible from general security knowledge and note which frameworks/CWEs are related.
  • Ambiguous query: If "explain injection" could mean SQL injection, command injection, or the OWASP A03 category, briefly cover all and ask which the user wants to dive deeper into.
  • Finding not in context: If the user references a finding ID that was not part of a recent analysis, explain what findings with that prefix typically represent (e.g., "INJ findings are injection vulnerabilities detected by the injection skill") and offer to run the relevant scan.

平台分布

Codex

33.88%
按下载量换算26

Claude

31.48%
按下载量换算25

Cursor

20.53%
按下载量换算16

Gemini CLI

9.48%
按下载量换算7

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

未通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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